SD
Swaraj Dalmia 4 years ago
i don’t fully understand this either ?
KA
Kriti Anandan 4 years ago
So regarding the VAE thing. I found this to be the closest reason as to why norm
SD
Swaraj Dalmia 4 years ago
repetition !
KA
Kriti Anandan 4 years ago
are we answering these questions?
KA
Kriti Anandan 4 years ago
cool XD
SD
Swaraj Dalmia 4 years ago
This can be used to calculate the log-likelihood objective exactly, unlike other
SD
Swaraj Dalmia 4 years ago
In the NICE paper [2], coupling layers are used to ensure the Jacobian is a tria
- Part 1 : Introducing Normalizing Flows
- Introducing Normalizing Flows
- Motivation : Why bother about normalizing flows ?
- Brief Introduction
- Exact latent-variable inference:
- Mathematical Framework:
- Change of Variables Formula
- Sampling
- Density Estimation using Maximum Likelihood
- Triangular maps:
Introducing Normalizing Flows
Motivation : Why bother about normalizing flows ?
Brief Introduction
Mathematical Framework:
Change of Variables Formula
Sampling
Density Estimation using Maximum Likelihood
Triangular maps: